Скачать или смотреть Image Segmentation | Pothole Detection using U-Net and ResNet34

Pothole Image Segmentation using U-Net (ResNet34)
📌 Overview
This repository provides a complete pipeline for pothole segmentation from images using deep learning. It utilizes the U-Net architecture with a ResNet34 encoder backbone, implemented using PyTorch and segmentation-models-pytorch.

🚀 Features
Polygon annotation visualization ✅
Custom Dataset Loader for YOLO-format polygon annotations ✅
Pre-trained U-Net + ResNet34 encoder ✅
Cosine Annealing LR Scheduler ✅
Best model saving during training ✅
Segmentation predictions visualization ✅

🗂️ Dataset
📥 Download Dataset: https://drive.google.com/file/d/1d9qW...

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